Classification of satellite fused data for land use mapping in development plan

Land use mapping in development plan basically provides resources of information and important tool in decision making. In relation to this, fine resolution of recent satellite remotely sensed data have found wide applications in land use/land cover mapping. This study reports on work carried out fo...

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Main Authors:	Mohd. Noor, Norzailawati, Abdullah, Alias, Hashim, Mazlan
Format:	Article
Language:	English
Published:	Malaysian Institute of Planners 2011
Subjects:	G Geography (General) GE Environmental Sciences H Social Sciences (General) T Technology (General)
Online Access:	http://irep.iium.edu.my/13296/ http://irep.iium.edu.my/13296/ http://irep.iium.edu.my/13296/1/MIP_2011_Article_6.pdf

id	iium-13296
recordtype	eprints
spelling	iium-132962015-12-23T00:32:43Z http://irep.iium.edu.my/13296/ Classification of satellite fused data for land use mapping in development plan Mohd. Noor, Norzailawati Abdullah, Alias Hashim, Mazlan G Geography (General) GE Environmental Sciences H Social Sciences (General) T Technology (General) Land use mapping in development plan basically provides resources of information and important tool in decision making. In relation to this, fine resolution of recent satellite remotely sensed data have found wide applications in land use/land cover mapping. This study reports on work carried out for classification of fused image for land use mapping in detail scale for Local Plan. The LANDSATTM, SPOT Pan and IKONOS satellite were fused and examined using three data fusion techniques, namely Principal Component Transform (PCT), Wavelet Transform and Multiplicative fusing approach. The best fusion technique for three datasets was determined based on the assessment of class separabilities and visualizations evaluation of the selected subset of the fused datasets, respectively. Malaysian Institute of Planners 2011 Article PeerReviewed application/pdf en http://irep.iium.edu.my/13296/1/MIP_2011_Article_6.pdf Mohd. Noor, Norzailawati and Abdullah, Alias and Hashim, Mazlan (2011) Classification of satellite fused data for land use mapping in development plan. Journal of the Malaysian Institute of Planners, 9. pp. 97-106. ISSN 1675-6215 http://www.mip.org.my
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	G Geography (General) GE Environmental Sciences H Social Sciences (General) T Technology (General)
spellingShingle	G Geography (General) GE Environmental Sciences H Social Sciences (General) T Technology (General) Mohd. Noor, Norzailawati Abdullah, Alias Hashim, Mazlan Classification of satellite fused data for land use mapping in development plan
description	Land use mapping in development plan basically provides resources of information and important tool in decision making. In relation to this, fine resolution of recent satellite remotely sensed data have found wide applications in land use/land cover mapping. This study reports on work carried out for classification of fused image for land use mapping in detail scale for Local Plan. The LANDSATTM, SPOT Pan and IKONOS satellite were fused and examined using three data fusion techniques, namely Principal Component Transform (PCT), Wavelet Transform and Multiplicative fusing approach. The best fusion technique for three datasets was determined based on the assessment of class separabilities and visualizations evaluation of the selected subset of the fused datasets, respectively.
format	Article
author	Mohd. Noor, Norzailawati Abdullah, Alias Hashim, Mazlan
author_facet	Mohd. Noor, Norzailawati Abdullah, Alias Hashim, Mazlan
author_sort	Mohd. Noor, Norzailawati
title	Classification of satellite fused data for land use mapping in development plan
title_short	Classification of satellite fused data for land use mapping in development plan
title_full	Classification of satellite fused data for land use mapping in development plan
title_fullStr	Classification of satellite fused data for land use mapping in development plan
title_full_unstemmed	Classification of satellite fused data for land use mapping in development plan
title_sort	classification of satellite fused data for land use mapping in development plan
publisher	Malaysian Institute of Planners
publishDate	2011
url	http://irep.iium.edu.my/13296/ http://irep.iium.edu.my/13296/ http://irep.iium.edu.my/13296/1/MIP_2011_Article_6.pdf
first_indexed	2023-09-18T20:22:28Z
last_indexed	2023-09-18T20:22:28Z
_version_	1777408198502776832

Classification of satellite fused data for land use mapping in development plan

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